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Semantic Segmentation

Papers

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Showing 9651–9700 of 14763 papers

TitleStatusHype
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts—0
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts—0
On-Sensor Binarized Fully Convolutional Neural Network with A Pixel Processor Array—0
Access Control of Object Detection Models Using Encrypted Feature Maps—0
Dilated Continuous Random Field for Semantic SegmentationCode0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds—0
Self Semi Supervised Neural Architecture Search for Semantic Segmentation—0
3D Visualization and Spatial Data Mining for Analysis of LULC Images—0
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers—0
Class-Aware Adversarial Transformers for Medical Image Segmentation—0
How Low Can We Go? Pixel Annotation for Semantic Segmentation—0
Do Neural Networks for Segmentation Understand Insideness?Code0
Improving segmentation of calcified and non-calcified plaques on CCTA-CPR scans via masking of the artery wall—0
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks—0
Winograd Convolution for Deep Neural Networks: Efficient Point Selection—0
Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation mapsCode0
How to scale hyperparameters for quickshift image segmentationCode0
Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation—0
Topological Signal Processing over Generalized Cell Complexes—0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
Contrastive and Selective Hidden Embeddings for Medical Image SegmentationCode0
Classroom Slide Narration System—0
Learning Pixel Trajectories with Multiscale Contrastive Random Walks—0
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods—0
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study—0
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation—0
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods—0
Analyzing Multispectral Satellite Imagery of South American Wildfires Using Deep Learning—0
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials—0
Continual Coarse-to-Fine Domain Adaptation in Semantic SegmentationCode0
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation—0
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning—0
Disentangled Latent Transformer for Interpretable Monocular Height Estimation—0
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space—0
Towards holistic scene understanding: Semantic segmentation and beyond—0
ViTBIS: Vision Transformer for Biomedical Image Segmentation—0
Prototype Guided Network for Anomaly Segmentation—0
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data—0
Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations—0
Deep Leaning-Based Ultra-Fast Stair Detection—0
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning—0
Skyline variations allow estimating distance to trees on landscape photos using semantic segmentation—0
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data—0
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?Code0
Self-semantic contour adaptation for cross modality brain tumor segmentation—0
CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation—0
Partial-Attribution Instance Segmentation for Astronomical Source Detection and DeblendingCode0
Pyramid Fusion Transformer for Semantic Segmentation—0
Neuroplastic graph attention networks for nuclei segmentation in histopathology images—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified